Brain Signals: Physics and Mathematics of MEG and EEG - Couverture rigide

Ilmoniemi, Risto J.; Sarvas, Jukka

 
9780262039826: Brain Signals: Physics and Mathematics of MEG and EEG
Couverture rigide
ISBN 10 : 0262039826 ISBN 13 : 9780262039826
Editeur : The MIT Press, 2019

Synopsis

A unified treatment of the generation and analysis of brain-generated electromagnetic fields.

In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic field and how the measured MEG and EEG signals can be analyzed. Unlike most previous works on these topics, which have been collections of writings by different authors using different conventions, this book presents the material in a unified manner, providing the reader with a thorough understanding of basic principles and a firm basis for analyzing data generated by MEG and EEG.

The book first provides a brief introduction to brain states and the early history of EEG and MEG, describes the generation of electromagnetic fields by neuronal activity, and discusses the electromagnetic forward problem. The authors then turn to EEG and MEG analysis, offering a review of linear and matrix algebra and basic statistics needed for analysis of the data, and presenting several analysis methods: dipole fitting; the minimum norm estimate (MNE); beamforming; the multiple signal classification algorithm (MUSIC), including RAP-MUSIC with the RAP dilemma and TRAP-MUSIC, which removes the RAP dilemma; independent component analysis (ICA); and blind source separation (BSS) with joint diagonalization.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Risto Ilmoniemi is Professor of Applied Physics and Head of the Department of Neuroscience and Biomedical Engineering at Aalto University, Finland.

Jukka Sarvas is Professor Emeritus and Senior Adviser in the Department of Neuroscience and Biomedical Engineering at Aalto University.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
The MIT Press
Date d'édition
2019
Langue
anglais
ISBN 10 
0262039826
ISBN 13 
9780262039826
Reliure
Relié
Numéro d'édition
1
Nombre de pages
256
Coordonnées du fabricant
non disponible
Personne responsable
EAS - Easy Access System Europe
gpsr.requests@easproject.com

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